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Offload object detection and ORBSLAM2 simultaneously from android client to servers via multipath.

Java 16.92% CMake 0.24% C++ 62.44% C 19.04% Objective-C 0.11% GLSL 0.05% Shell 0.04% Makefile 0.05% Python 0.13% Cuda 0.98%
orbslam2 yolov3 android edge-computing multipath offloading realtime object-detection

mp-offload-to-edge's Introduction

Based on ORB_SLAM2, Darknet, SLAM_AR_Android, ORB_SLAM2_with_semantic_label.

Android client offloads Object detection and ORBSLAM2 simultaneously to same/diff server(s), and render both received results.

To be noticed, the code selects paths manually. Please develop your own path selection scheduler based on demand.

Publication:

@inproceedings{braud2020multipath,
  title={Multipath Computation Offloading for Mobile Augmented Reality},
  author={Braud, Tristan and Zhou, Pengyuan and Kangasharju, Jussi and Hui, Pan},
  booktitle={In Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom 2020), Austin USA},
  year={2020}
}

Demo:

Video

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